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Inequality and Network Structure

Garud Iyengar
Columbia University - Department of Industrial Engineering and Operations Research (IEOR)

Willemien Kets
Tilburg University - CentER for Economic Research; Santa Fe Institute

Rajiv Sethi
Barnard College, Columbia University; Institute for Advanced Study

Samuel Bowles
Santa Fe Institute; University of Massachusetts


August 06, 2008

CentER Discussion Paper Series No. 2008-76

Abstract:     
This paper explores the manner in which the structure of a social network constrains the level of inequality that can be sustained among its members. We assume that any distribution of value across the network must be stable with respect to coalitional deviations, and that players can form a deviating coalition only if they constitute a clique in the network. We show that if the network is bipartite, there is a unique stable payoff distribution that is maximally unequal in that it does not Lorenz dominate any other stable distribution. We obtain a complete ordering of the class of bipartite networks and show that those with larger maximum independent sets can sustain greater levels of inequality. The intuition behind this result is that networks with larger maximum independent sets are more sparse and hence offer fewer opportunities for coalitional deviations. We also demonstrate that standard centrality measures do not consistently predict inequality. We extend our framework by allowing a group of players to deviate if they are all within distance k of each other, and show that the ranking of networks by the extent of extremal inequality is not invariant in k.

Keywords: inequality, networks, coalitional deviations, power, centrality

JEL Classifications: C71, D30, D85

Working Paper Series

Date posted: September 16, 2008 ; Last revised: September 16, 2008

Suggested Citation

Iyengar, Garud, Kets, Willemien, Sethi, Rajiv and Bowles, Samuel, Inequality and Network Structure (August 06, 2008). CentER Discussion Paper Series No. 2008-76. Available at SSRN: http://ssrn.com/abstract=1268765


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Contact Information

Willemien Kets (Contact Author)
Tilburg University - CentER for Economic Research ( email )
P.O. Box 90153
5000 LE Tilburg Netherlands
Santa Fe Institute ( email )
1399 Hyde Park Road
Santa Fe, NM 87501
United States
Samuel Bowles
Santa Fe Institute ( email )
1399 Hyde Park Rd
Santa Fe, NM 87501
United States
505-984-8800 (Phone)
505-982-0565 (Fax)
HOME PAGE: http://www.santafe.edu
University of Massachusetts ( email )
Amherst, MA 01002
United States
413-545-2590 (Phone)
HOME PAGE: http://www-unix.oit.umass.edu/~bowles/
Garud Iyengar
Columbia University - Department of Industrial Engineering and Operations Research (IEOR) ( email )
331 S.W. Mudd Building
500 West 120th Street
New York, NY 10027
United States
+1 212-854-4594 (Phone)
+1 212-854-8103 (Fax)
Rajiv Sethi
Barnard College, Columbia University ( email )
3009 Broadway
New York, NY 10027
United States
212-854-5140 (Phone)
212-854-8947 (Fax)
Institute for Advanced Study ( email )
Einstein Drive
Princeton, NJ 08540
United States
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References: 21

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